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Deep Learning
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Transformers
9294 directly classified papers
Papers per year
2011: 1
2014: 2
2015: 6
2016: 17
2017: 67
2018: 156
2019: 404
2020: 769
2021: 1217
2022: 1446
2023: 1628
2024: 1574
2025: 1647
2026: 360
Papers
NaviFormer: A Spatio-Temporal Context-Aware Transformer for Object Navigation
AAAI 2025
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
AAAI 2025
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis
AAAI 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
AAAI 2025
A Similarity Paradigm Through Textual Regularization Without Forgetting
AAAI 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
AAAI 2025
CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning
AAAI 2025
Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling
AAAI 2025
AudioGenX: Explainability on Text-to-Audio Generative Models
AAAI 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification
AAAI 2025
Modeling All Response Surfaces in One for Conditional Search Spaces
AAAI 2025
On the Power of Convolution-Augmented Transformer
AAAI 2025
CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning
AAAI 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label
AAAI 2025
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning
AAAI 2025
AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries
AAAI 2025
Towards Precise Scaling Laws for Video Diffusion Transformers
CVPR 2025
LA-MOTR: End-to-End Multi-Object Tracking by Learnable Association
ICCV 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute
CVPR 2025
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
CVPR 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences
ACL 2025
SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations
CVPR 2025
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation
ICCV 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding
ICCV 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation
ICCV 2025
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